JAVAPRO International

Most of us have built numerous Spring Boot applications that perform standard CRUD (Create, Read, Update, Delete) operations on structured data stored in relational databases such as PostgreSQL. These systems typically rely on fixed schemas and well-defin

Machine learning has changed enterprise software in ways many teams did not expect. In many Spring Boot systems, predictions now shape prices, quality checks, anomaly alerts, fraud decisions, recommendations, and planning. But teams still shape prediction

The first wave of AI adoption in many organizations relied on cloud APIs - but in safety-critical and regulated environments, that approach is often a non-starter. Confidentiality requirements, data protection regulations, and the need for technically enf

Spring AI and Java 26 make building AI-powered Java applications finally practical. This article shows how developers can integrate LLMs into production systems using modern concurrency, performance improvements and clean architectures. It discusses real-

Introduktion Distributed systems need little introduction today. They form the backbone of modern software architectures, enabling independent components to communicate, coordinate, and share resources seamlessly at scale. With the industry's shift toward

Software forms the foundation of numerous business models, industrial processes, and public administration structures today. It is created in complex ecosystems consisting of source code, data, interfaces, and architectures - and thus gains legal relevanc

Flaky Tests Are a RESULT of Outdated Automation Flaky tests-tests that pass or fail inconsistently without any code changes-have become one of the most expensive problems in engineering teams. Their non deterministic outcome have disturbed the automation

Intro You need to reach that (at least) 80% test coverage demanded either by your outer customer or your inner perfectionist. To achieve that noble goal you need a lot of tests - which usually means that you need a lot of test data. Moment after moment, s

"what abstraction conceals is exposed at the fault site." Introduction Java applications run on an abstracted, memory safe platform. But when JVM crashes, things collapse at the bottom native layer, and the root cause analysis becomes very hard. This is b

Don't Want to Miss a Thing?By subscribing to our news, you'll get each new PDF edition automatically - no extra steps, just delivered straight to your inbox. Enjoy exclusive JAVAPRO content, special editions, and stay connected to everything new. 100% fre